{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "electric-james",
   "metadata": {},
   "source": [
    "标注工具"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "breathing-scene",
   "metadata": {},
   "source": [
    "## 预处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "billion-scope",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "from utils import dropun, pre_process, Pdf2Txt, has_alpha\n",
    "from wencai.util.utils import check_output\n",
    "\n",
    "pdf = os.listdir('core_qmof_pdf')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "broadband-bailey",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "df = dropun(pd.read_csv('../Merge/core_qmof704.csv'))\n",
    "dois = set(df['doi'])\n",
    "df = df.set_index('doi')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "least-prisoner",
   "metadata": {},
   "outputs": [],
   "source": [
    "# dest = 'core_qmof_txt'\n",
    "dest = 'core_qmof_html'\n",
    "suffix = '.html'\n",
    "\n",
    "lis = []  # 在dest文件夹下存在的txt/html\n",
    "\n",
    "for f in os.listdir(dest):\n",
    "    d = dest + '/' + f\n",
    "    name = f[:-len(suffix)]\n",
    "    if name in dois:\n",
    "        lis.append(name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "plain-boating",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "697"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(lis)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "graduate-child",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cg401935z\n",
      "acs.inorgchem.5b01364\n",
      "1521-3749(200102)627:2%3c131::aid-zaac131%3e3.3.co;2-r\n",
      "(sici)1521-3773(19990917)38:18%3c2730::aid-anie2730%3e3.3.co;2-0\n",
      "cg401601d\n",
      "acs.inorgchem.6b01845\n",
      "(sici)1521-3773(19990115)38:1\n"
     ]
    }
   ],
   "source": [
    "valid = []\n",
    "for doi in dois:\n",
    "    if doi + suffix in os.listdir(dest):\n",
    "        with open(dest + '/' + doi + suffix, 'r', encoding='utf-8') as f:\n",
    "            s = f.read()\n",
    "        df.loc[doi, suffix[1:]] = s\n",
    "        valid.append(doi)\n",
    "    else:\n",
    "        print(doi)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "electronic-processing",
   "metadata": {},
   "outputs": [],
   "source": [
    "common_list = pd.read_csv('common_list.csv', encoding=\"gbk\").drop(list(range(32,44)))\n",
    "metal = common_list['金属前驱体名称']\n",
    "\n",
    "def transform(s):\n",
    "    return ''.join(filter(str.isalnum, s.lower())) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "delayed-supervision",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "all_field = []\n",
    "for col in common_list.columns:\n",
    "    field = set(common_list[col])\n",
    "    field.discard(np.NAN)\n",
    "    all_field += field"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "demographic-running",
   "metadata": {},
   "source": [
    "直接完全匹配金属前驱体名称，只有两篇出现。为了得到更全面的数据，不妨使用所有字段进行匹配"
   ]
  },
  {
   "attachments": {
    "ba1321bd5f0fb6fa7a69ac65245ad27.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "static-abuse",
   "metadata": {},
   "source": [
    "## 标注工具——brat\n",
    "\n",
    "采取博客中提到的方案一：http://118.190.210.193:9005/blog/post/admin/61308c94be06537989000001\n",
    "        \n",
    "1. 手动转换为txt：由于直接转换为txt或者转为html之后再转txt可能出现以下格式问题，因此必须先转成docx，再转为txt\n",
    "\n",
    "![ba1321bd5f0fb6fa7a69ac65245ad27.png](attachment:ba1321bd5f0fb6fa7a69ac65245ad27.png)\n",
    "\n",
    "2. 预处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "cleared-brunswick",
   "metadata": {
    "code_folding": [],
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "os.makedirs('core_qmof_txt', exist_ok=True)\n",
    "\n",
    "for file in os.listdir('core_qmof_word'):\n",
    "    try:\n",
    "        cmd = f'wc.util totxt core_qmof_word/{file} -o core_qmof_txt_word/{file[:-5]}.txt -p'\n",
    "        check_output(cmd.split())\n",
    "    except:\n",
    "        print(file)\n",
    "        os.remove(f'core_qmof_word/{file}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "impossible-sacramento",
   "metadata": {},
   "source": [
    "## 预高亮\n",
    "\n",
    "已经有了标注数据（见http://118.190.210.193:9005/blog/post/admin/751d75f58383 > 小范围测试），处理数据得到不重不漏的清单，将清单添加到已有表格之后，可以将清单上的实体在文中提前高亮出来"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "scenic-facing",
   "metadata": {},
   "source": [
    "### 通过匹配替换方式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "variable-parts",
   "metadata": {},
   "outputs": [],
   "source": [
    "html_dest = 'core_qmof_html_dest/'\n",
    "os.makedirs(html_dest, exist_ok=True)\n",
    "\n",
    "pre = '<font style=\"background: %s;color: black\">'\n",
    "post = '</font>'\n",
    "\n",
    "color = {\n",
    "    '金属前驱体名称':'yellow',\n",
    "    '金属分子式':'yellow',\n",
    "    '有机配体名称':'LightSkyBlue ',\n",
    "    '有机配体分子式':'LightSkyBlue ',\n",
    "#     '配体简称':'cyan',\n",
    "    '溶剂名称':'LightPink',\n",
    "#     '溶剂分子式':'LightPink',\n",
    "    '添加剂名称':'LightGreen',\n",
    "    '添加剂化学式':'LightGreen'\n",
    "}\n",
    "\n",
    "def get_color(s):\n",
    "    return color.get(s, 'purple')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "generic-excerpt",
   "metadata": {},
   "outputs": [],
   "source": [
    "def note(doi):\n",
    "    \"\"\"使用match函数定义的忽略大小写匹配方法，对doi对应html文件进行高亮\"\"\"\n",
    "    s = df.loc[doi, suffix[1:]].lower()\n",
    "    c = 0\n",
    "    for col in common_list.columns:\n",
    "        if col in color.keys():\n",
    "            field = set(common_list[col])\n",
    "            field.discard(np.NAN)\n",
    "            for m in field:\n",
    "                c += s.count(m)\n",
    "                s = s.replace(m, pre % get_color(col) + m + post)\n",
    "    with open(html_dest + doi + '.html', 'w') as f:\n",
    "        f.write(s)\n",
    "    return c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "frank-houston",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "j.solidstatesciences.2012.07.011 0\n",
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      "acs.inorgchem.6b02863 4\n",
      "c4ce01326c 0\n",
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      "j.molstruc.2010.06.019 0\n",
      "j.inoche.2007.04.031 0\n",
      "acs.cgd.5b00218 0\n",
      "cg2013717 0\n",
      "cg500828s 0\n",
      "c6ce01311b 3\n",
      "s12039-011-0167-3 0\n",
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      "acs.inorgchem.6b03147 2\n",
      "j.jssc.2016.04.021 0\n",
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      "ja982577a 0\n",
      "c3ce41975d 0\n",
      "c4ce01019a 0\n",
      "cg300829c 0\n",
      "j.poly.2012.04.012 0\n",
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      "ncomms1170 0\n",
      "c5dt03731j 0\n",
      "s1600536809005947 0\n",
      "zaac.201400474 0\n",
      "cg4002626 0\n",
      "j.jssc.2008.05.007 1\n",
      "ic302334x 0\n",
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      "ic100184q 0\n",
      "c0ce00315h 0\n",
      "cm981155x 0\n",
      "zaac.200800158 1\n",
      "anie.201307656 0\n",
      "cm010301n 1\n",
      "cg701041k 1\n",
      "c2dt12238c 0\n",
      "ic4024844 0\n",
      "j.inoche.2017.02.009 1\n",
      "c7sc00449d 0\n",
      "ja305267m 2\n",
      "j.jorganchem.2006.07.048 0\n",
      "cg901332m 0\n",
      "b916168f 0\n",
      "anie.200704809 0\n",
      "j.inoche.2011.06.017 0\n",
      "j.molstruc.2012.08.036 0\n",
      "j.jssc.2013.01.004 4\n",
      "acs.cgd.6b01366 0\n",
      "c3dt53167h 0\n",
      "j.inoche.2014.04.016 0\n",
      "b200213b 0\n",
      "c1cc10411j 2\n",
      "chem.201100350 5\n",
      "b717297d 3\n",
      "cg900828v 0\n",
      "c5dt03738g 0\n",
      "c000586j 0\n",
      "j.inoche.2010.10.015 1\n",
      "cg201594p 0\n",
      "cg070320v 1\n",
      "chem.200400178 0\n",
      "c7ce00481h 1\n",
      "ic034846q 0\n",
      "chem.201302025 0\n",
      "ch14159 0\n",
      "15533174.2016.1186050 0\n"
     ]
    }
   ],
   "source": [
    "for v in valid[:20]:\n",
    "    print(v, note(v))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "nervous-tours",
   "metadata": {},
   "source": [
    "如果采用完全匹配的方式，会有以下问题：\n",
    "1. 因为没有忽略大小写，从而匹配的数量会远低于期望值\n",
    "2. 图片采用16进制编码的形式存在于html中，如果直接匹配，会同时替换掉图片内容\n",
    "3. 配体简称、溶剂分子式的匹配会匹配到关键字的一半\n",
    "\n",
    "解决方法：\n",
    "1. 在高亮匹配时采用类似Notepad编辑器的功能：忽略大小写，词组匹配\n",
    "2. 仅匹配html中text的部分"
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "suburban-colombia",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "varying-garden",
   "metadata": {},
   "source": [
    "## 添加关键信息\n",
    "\n",
    "![image-20211006105252751](https://gitee.com/sun__ye/gallery/raw/master/img2/20211006105254.png)\n",
    "\n",
    "讨论得到的经验是：预高亮这种方式似乎并不会带来辅助效果，甚至还会阻碍。但是CCDC上的“成分名”信息可能包含MOF配体+金属+溶剂信息。并且3D模型也能指导标注人员高效获取信息。\n",
    "\n",
    "从CCDC上爬取“成分名”及网页"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "shaped-tulsa",
   "metadata": {},
   "outputs": [],
   "source": [
    "html_info = 'core_qmof_html_info/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "younger-tuition",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = dropun(pd.read_csv(\"../Webber/CoRE_MOFs.csv\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "macro-crime",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "mounted-cigarette",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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